Kiragga Agnes, Otieno Flavian, Nabukeera Betty, Ng'etich Maureen, Tozan Yesim, Kajungu Dan
Data Science Program, Research Division, African Population and Health Research Center, Manga Close, P.O. Box 10787-00100, Kitisuru, Nairobi, Kenya.
Iganga-Mayuge Health and Demographic Site, Makerere University Center for Health and Population Research, Makerere University, Kampala, Uganda.
BMC Public Health. 2025 Aug 18;25(1):2825. doi: 10.1186/s12889-025-23678-0.
Malaria is a major disease in Africa and is among the leading causes of mortality among children. The disease is highly sensitive to climate change. Prior studies have established a link between climatic factors and malaria mortality, but the evidence specifically related to children in sub-Saharan Africa remains inconsistent and requires further investigation. This study examined the impact of climate variables on malaria mortality in the Iganga and Mayuge districts, a malaria-prone area in Uganda. We used weekly malaria mortality data from a population-based cohort in the Iganga Mayuge Health Demographic Surveillance Site (IMHDSS). In this study, we employed a time series model using a distributed lag non-linear approach to assess the association of weekly climatic factors on malaria mortality across all ages, including children under 5 years and children aged between 5 and 14 years. We also conducted a subgroup analysis based on sex to determine whether susceptibility to climate-related malaria mortality differs between females and males. We found an increased mortality risk across all ages at a lag of 11 to 12 weeks following exposure to rainfall above 646 mm. Higher risks of malaria mortality were also observed at a lag of 5 to 11 weeks when temperatures ranged between 25.2 °C and 29.9 °C. Notably, the relative risk of malaria mortality in children under 5 years and children aged between 5 and 14 years was more sensitive to temperature than to rainfall. We found that male children aged between 5 and 14 years were more vulnerable to temperature-related malaria mortality compared to females in that age group and children under 5 years. Rainfall did not have a significant association with malaria mortality in children. A nuanced understanding of climate-malaria relationships has the potential to inform the implementation of malaria prevention and control strategies through early warnings of climate-driven risks, ultimately reducing premature deaths due to malaria in this vulnerable age group.
疟疾是非洲的一种主要疾病,是儿童死亡的主要原因之一。该疾病对气候变化高度敏感。先前的研究已经确定了气候因素与疟疾死亡率之间的联系,但与撒哈拉以南非洲儿童具体相关的证据仍然不一致,需要进一步调查。本研究考察了气候变量对乌干达疟疾高发地区伊甘加和马尤盖区疟疾死亡率的影响。我们使用了伊甘加马尤盖健康人口监测点(IMHDSS)基于人群队列的每周疟疾死亡率数据。在本研究中,我们采用了一种时间序列模型,使用分布滞后非线性方法来评估每周气候因素与各年龄段(包括5岁以下儿童和5至14岁儿童)疟疾死亡率之间的关联。我们还基于性别进行了亚组分析,以确定女性和男性对与气候相关的疟疾死亡率的易感性是否存在差异。我们发现,在暴露于降雨量超过646毫米后的11至12周的滞后时间内,所有年龄段的死亡风险都有所增加。当温度在25.2℃至29.9℃之间时,在5至11周的滞后时间内也观察到了较高的疟疾死亡风险。值得注意的是,5岁以下儿童和5至14岁儿童的疟疾死亡相对风险对温度比对降雨更敏感。我们发现,与该年龄组的女性和5岁以下儿童相比,5至14岁的男童更容易受到与温度相关的疟疾死亡的影响。降雨与儿童疟疾死亡率没有显著关联。对气候与疟疾关系的细致理解有可能通过对气候驱动风险的早期预警为疟疾预防和控制策略的实施提供信息,最终减少这一脆弱年龄组因疟疾导致的过早死亡。